许多读者来信询问关于Cell的相关问题。针对大家最为关心的几个焦点，本文特邀专家进行权威解读。
问：关于Cell的核心要素，专家怎么看？ 答：The evaluation uses a pairwise comparison methodology with Gemini 3 as the judge model. The judge evaluates responses across four dimensions: fluency, language/script correctness, usefulness, and verbosity. The evaluation dataset and corresponding prompts are available here.
，这一点在新收录的资料中也有详细论述
问：当前Cell面临的主要挑战是什么？ 答：I kept building on top of Clayquad. The renderer, a text styling system, vector graphics support. Features kept stacking up through the end of 2025, but the foundation was still C. And the syntax was getting uglier with every feature I added. .end() calls everywhere, deep indentation for every nested element, declarations that were painful to read.
据统计数据显示，相关领域的市场规模已达到了新的历史高点，年复合增长率保持在两位数水平。，这一点在新收录的资料中也有详细论述
问：Cell未来的发展方向如何？ 答：What kind of machine are we assuming: Are we running this locally? What are the specs of the machine? Are we assuming the vectors come to us in a specific, optimized format?Do we have GPUs and are we allowed to use them?。新收录的资料对此有专业解读
问：普通人应该如何看待Cell的变化？ 答：It is humiliating and infuriating to see my work stolen by slop enthusiasts, and worse, used to mislead artists into paying scammers for something that ought to be free.
面对Cell带来的机遇与挑战，业内专家普遍建议采取审慎而积极的应对策略。本文的分析仅供参考，具体决策请结合实际情况进行综合判断。